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I

Isaac Woungang

toronto metropolitan university

29H-index
337Paper Count
3.7KCitation Count
Published Papers 48
Publication Date
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FedDNA: Behavioural based approach for byzantine defense in federated learning via model fingerprinting and adaptive thresholding
errJournal of Information Security and Applications
IF3.7
err2026-01-02
err0
PREAI
errAditya Garg; Naman Bansal; Sumit Yadav; Nisha Kandhoul; Sanjay K. Dhurandher; Isaac Woungang
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errSave
Adaptive sliding window and LightGBM-based DDoS attack detection framework for IoT networks
errPeer-to-Peer Networking and Applications
IF2.6
err2025-11-24
err0
PREAI
errHardik Arya; Nisha Kandhoul; Sanjay K. Dhurandher; Isaac Woungang
errShare
errSave
GRU-BERT for NILM: A Hybrid Deep Learning Architecture for Load Disaggregation
errAI 2025, Vol. 6, Page 238
IF5
err2025-09-22
err0
errOAAI
errAnnysha Huzzat; Ahmed S. Khwaja; Ali A. Alnoman; Bhagawat Adhikari; Alagan Anpalagan; Isaac Woungang
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errSave
A Survey of Traditional and Emerging Deep Learning Techniques for Non-Intrusive Load Monitoring
errAI 2025, Vol. 6, Page 213
IF5
err2025-09-20
err0
errOAAI
errAnnysha Huzzat; Ahmed S. Khwaja; Ali A. Alnoman; Bhagawat Adhikari; Alagan Anpalagan; Isaac Woungang
errShare
errSave
A Self-adaptive Hybrid Network Anomaly Detection Engine
errComputer Communications
IF4.3
err2025-06-23
err0
PREAI
errAmir Mohammadi Bagha; Isaac Woungang; Issa Traore; Danda B. Rawat
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errSave
A rendezvous of computing and communication services at the optical layer in optical computing–communication integrated network
errInternet of Things
IF7.6
err2025-06-13
err0
PREAI
errDao Thanh Hai; Isaac Woungang
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errSave
Next-generation optical networks to sustain connectivity of the future: All roads lead to optical-computing-enabled network?
errINTERNET OF THINGS
IF7.6
err2025-01-01
err0
errOAAI
errHai, Dao Thanh; Woungang, Isaac
errShare
errSave
A network communication speedup model using multiple fungible and non-fungible paths
errINTERNET OF THINGS
IF7.6
err2024-04-01
err0
PREAI
errWhite, David W.; Woungang, Isaac; Akinladejo, Felix O.; Dhurandher, Sanjay Kumar; Barolli, Leonard
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errSave
Emerging AI and 6G-Based User Localization Technologies for Emergencies and Disasters
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errAlnoman, Ali; Khwaja, Ahmed Shaharyar; Anpalagan, Alagan; Woungang, Isaac
errShare
errSave
Admission and Placement Policies for Latency-Compliant Secure Services in 5G Edge-Cloud System
errieee open journal of circuits and systems
IF4.4
err2023-06-01
err1
PREAI
errCarvalho, Glaucio H. S.; Woungang, Isaac; Anpalagan, Alagan; Traore, Issa
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errSave
A Resource Allocation Policy for Downlink Communication in Distributed IRS Aided Multiple-Input Single-Output Systems
errIEEE TRANSACTIONS ON COMMUNICATIONS
IF8.3
err2023-04-01
err4
PREAI
errFerdouse, Lilatul; Woungang, Isaac; Anpalagan, Alagan; Yamamoto, Koji
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errSave
Multi-Agent DRL Approach for Energy-Efficient Resource Allocation in URLLC-Enabled Grant-Free NOMA Systems
errieee open journal of the industrial electronics society
IF6.1
err2023-01-01
err14
errOAAI
errTran, Duc-Dung; Sharma, Shree Krishna; Ha, Vu Nguyen; Chatzinotas, Symeon; Woungang, Isaac
errShare
errSave
Cloud Firewall Under Bursty and Correlated Data Traffic: A Theoretical Analysis
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2022-07-01
err5
PREAI
errCarvalho, Glaucio H. S.; Woungang, Isaac; Anpalagan, Alagan
errShare
errSave
Predictive intelligence in secure data processing, management, and forecasting
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2022-05-01
err0
PREAI
errOgiela, Marek R.; Rahayu, Wenny; Woungang, Isaac
errShare
errSave
A jamming attack detection technique for opportunistic networks
errINTERNET OF THINGS
IF7.6
err2022-03-01
err13
PREAI
errSingh, Jagdeep; Woungang, Isaac; Dhurandher, Sanjay Kumar; Khalid, Khuram
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errSave
Optimal Security-Aware Virtual Machine Management for Mobile Edge Computing Over 5G Networks
errieee open journal of circuits and systems
IF4.4
err2021-09-01
err4
PREAI
errCarvalho, Glaucio H. S.; Woungang, Isaac; Anpalagan, Alagan; Traore, Issa
errShare
errSave
Energy Efficient Downlink Resource Allocation in Cellular IoT Supported H-CRANs
errIEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF7.1
err2021-06-01
err18
PREAI
errFerdouse, Lilatul; Woungang, Isaac; Anpalagan, Alagan; Erkucuk, Serhat
errShare
errSave
Reinforcement learning-based fuzzy geocast routing protocol for opportunistic networks
errINTERNET OF THINGS
IF7.6
err2021-06-01
err11
PREAI
errKhalid, Khuram; Woungang, Isaac; Dhurandher, Sanjay K.; Singh, Jagdeep
errShare
errSave
Short-Packet Communications for MIMO NOMA Systems Over Nakagami-m Fading: BLER and Minimum Blocklength Analysis
errIEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF7.1
err2021-04-01
err49
errOAAI
errTran, Duc-Dung; Sharma, Shree Krishna; Chatzinotas, Symeon; Woungang, Isaac; Ottersten, Bjorn
errShare
errSave
Energy-Efficient Check-and-Spray Geocast Routing Protocol for Opportunistic Networks
errINFORMATION
IF2.9
err2020-10-28
err11
errOAAI
errKhalid, Khuram; Woungang, Isaac; Dhurandher, Sanjay Kumar; Singh, Jagdeep; Rodrigues, Joel J. P. C.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
Joel J. P. C. Rodrigues
H-index: 110 · Papers: 1.5K
E
Ekram Hossain
H-index: 99 · Papers: 916
B
Björn Ottersten
H-index: 88 · Papers: 1.3K
S
Symeon Chatzinotas
H-index: 76 · Papers: 1.5K
S
Sudip Misra
H-index: 58 · Papers: 686
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